数据脱敏策略运营 - AI数据与安全
Core
Design and operate data desensitization strategies and evaluation metrics for AI base models and AI-native applications to ensure data safety and compliance across the data production lifecycle.
Role type
Data Operations Specialist (AI Data & Security)
Builds
Multi-modal data desensitization pipelines, evaluation frameworks, and safe datasets for model training and testing.
Domain
Artificial Intelligence, Data Security, Compliance
Deliverable
production ML models
Required skills
SQL, data-driven strategy formulation, workflow/agent automation, multi-modal data evaluation, regulatory compliance analysis
Preferred skills
Cross-functional stakeholder management, self-driven execution, complex problem solving
Technologies
SQL, Workflow automation tools, Agent frameworks
Responsibilities
Build multi-modal data desensitization evaluation metrics and regular testing pipelines; Analyze business scenarios to formulate and optimize differentiated desensitization strategies; Establish secure data acquisition mechanisms and construct foundational datasets and test case libraries; Analyze evaluation results to drive technical improvements and strategy optimization.
